# Best Cloud Cost Management Tools - Page 4

## How Many Cloud Cost Management Tools Products Does G2 Track?

**Total Products under this Category:** 237

### Category Stats (Aug 2026)

- **Average Rating:** 4.59/5 (↓0.01 vs Jul 2026) The average rating of products in this category, based on all submitted ratings
- **Top Trending Product:** ServiceNow IT Asset Management (+0.05%) - Among all products in this category, ServiceNow IT Asset Management recorded the largest rating increase compared to last month

_Last updated: August 04, 2026_

## How Does G2 Rank Cloud Cost Management Tools Products?

**Why You Can Trust G2's Software Rankings:**

- 30 Analysts and Data Experts
- 6,300+ Authentic Reviews
- 237+ Products
- Unbiased Rankings

G2's software rankings are built on verified user reviews, rigorous moderation, and a consistent research methodology maintained by a team of analysts and data experts. Each product is measured using the same transparent criteria, with no paid placement or vendor influence. While reviews reflect real user experiences, which can be subjective, they offer valuable insight into how software performs in the hands of professionals. Together, these inputs power the G2 Score, a standardized way to compare tools within every category.

## G2 Grid® for Cloud Cost Management Tools
 ![G2 Grid® for Cloud Cost Management Tools plotting products by satisfaction and market presence](https://www.g2.com/categories/cloud-cost-management/grids.png?focus%5B%5D=136001&focus%5B%5D=150881&focus%5B%5D=17881&focus%5B%5D=107230&focus%5B%5D=1386881&focus%5B%5D=52132&focus%5B%5D=155562&focus%5B%5D=3824)

Highlighted products: Cast AI, CloudKeeper, Amazon CloudWatch, Flexera One, ScaleOps, AWS Budgets, Vantage, and Datadog.

Underlying data: [Grid® JSON](https://www.g2.com/categories/cloud-cost-management/grids.json?focus%5B%5D=cast-ai&focus%5B%5D=cloudkeeper&focus%5B%5D=amazon-cloudwatch&focus%5B%5D=flexera-one&focus%5B%5D=scaleops-cloud-native-optimization-scaleops&focus%5B%5D=aws-budgets&focus%5B%5D=vntg-inc-vantage&focus%5B%5D=datadog)

**Sponsored**

### Datadog

Datadog is the monitoring, security and analytics platform for developers, IT operations teams, security engineers and business users in the cloud age. The SaaS platform integrates and automates infrastructure monitoring, application performance monitoring and log management to provide unified, real-time observability of our customers' entire technology stack. Datadog is used by organizations of all sizes and across a wide range of industries to enable digital transformation and cloud migration, drive collaboration among development, operations, security and business teams, accelerate time to market for applications, reduce time to problem resolution, secure applications and infrastructure, understand user behavior and track key business metrics.

[Visit website](https://www.g2.com/external_clickthroughs/record?secure%5Bad_program%5D=ppc&secure%5Bad_slot%5D=category_product_list_llm&secure%5Bcategory_id%5D=1388&secure%5Bchosen_at%5D=2026-08-13T01%3A04%3A36Z&secure%5Bdisplayable_resource_id%5D=1388&secure%5Bdisplayable_resource_type%5D=Category&secure%5Bmedium%5D=sponsored&secure%5Bplacement_reason%5D=page_category&secure%5Bplacement_resource_ids%5D%5B%5D=1388&secure%5Bprioritized%5D=false&secure%5Bproduct_id%5D=3824&secure%5Bresource_id%5D=1388&secure%5Bresource_type%5D=Category&secure%5Bsource_type%5D=category_page&secure%5Bsource_url%5D=https%3A%2F%2Fwww.g2.com%2Fcategories%2Fcloud-cost-management%3FhsCtaTracking%3Deb095e76-680d-4094-aefe-f44179d85041%257C5e44f857-deb8-4792-8a2d-9a8b83b2a9fe%26page%3D4&secure%5Btoken%5D=f2b7cdbbbcb5944a7dfdf83389bf4ffb37ddfa6daedc1673647d9582d8e6c2c1&secure%5Burl%5D=https%3A%2F%2Fwww.datadoghq.com%2Fdg%2Fmonitor%2Fdemo-request%2F%3Futm_source%3Dg2crowd%26utm_medium%3Dreview-site%26utm_campaign%3Ddg-coreplatform-multi-ww-en-coreplatform&secure%5Burl_type%5D=custom_url)

### [Spot Cloud Analyzer](https://www.g2.com/products/spot-cloud-analyzer/reviews)

With cloud spend analytics and recommendations just as our starting point, Spot actively optimizes AWS, Azure and Google Cloud deployments with SLA-backed availability, fully automated infrastructure management and up to 90% cost reduction. With Spot, cloud consumers can effortlessly and affordably scale any workload, from stateful, single instances, to cloud-native clusters made up of thousands of nodes.

**Average Rating:** 4.4/5.0

**Total Reviews:** 31

#### How Do G2 Users Rate Spot Cloud Analyzer?

- **Has the product been a good partner in doing business?:** 9.3/10 (Category avg: 9.3/10)
- **Automation:** 8.3/10 (Category avg: 8.6/10)
- **Reporting:** 8.3/10 (Category avg: 8.8/10)
- **Usage Monitoring:** 8.3/10 (Category avg: 8.9/10)

#### Who Is the Company Behind Spot Cloud Analyzer?

- **Seller:** [Flexera](https://www.g2.com/sellers/flexera)
- **Year Founded:** 2008
- **HQ Location:** Itasca, IL
- **Twitter:** @flexera  
4,737 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=061b4bebab3b28d42c84dd8c9c96f7703eae865b254ca28367a87bf1b7fe4516&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F574962%2F&secure%5Burl_type%5D=linkedin_company_website)  
2,072 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Information Technology and Services, Computer Software
- **Company Size:** 56% Medium, 28% Small

#### What Do G2 Reviewers Say About Spot Cloud Analyzer?

_AI-generated summary from verified user reviews_

##### Pros

- Users appreciate the **automation features** of Spot Cloud Analyzer, which provide smart suggestions for reducing cloud costs.
- Users find the **cost reduction features** of Spot Cloud Analyzer effective, simplifying cloud savings with smart suggestions.
- Users appreciate the **helpful customer support** of Spot Cloud Analyzer, enhancing their overall experience and satisfaction.
- Users appreciate the **clear dashboards** of Spot Cloud Analyzer, benefiting from automated cost-cutting suggestions and seamless integration.
- Users find Spot Cloud Analyzer **extremely user-friendly** , benefiting from automated suggestions and clear, integrated dashboards.

##### Cons

- Users find the **complex configuration** of Spot Cloud Analyzer challenging, requiring significant technical expertise for setup.
- Users find the **steep learning curve** of Spot Cloud Analyzer challenging, requiring extra setup and technical skills.
- Users struggle with the **difficult learning curve** of Spot Cloud Analyzer, needing technical expertise for setup and use.
- Users find the **difficult setup** of Spot Cloud Analyzer challenging, requiring significant technical expertise and a steep learning curve.
- Users find the **learning curve steep** , with some features requiring additional setup and technical knowledge to utilize effectively.

#### What Are Recent G2 Reviews of Spot Cloud Analyzer?

**["Efficient Cloud Cost Optimization with Actionable Insights"](https://www.g2.com/survey_responses/spot-cloud-analyzer-review-11631188)**

**Rating:** 4.5/5.0 stars

_— Verified User in Information Technology and Services_

[Read full review](https://www.g2.com/survey_responses/spot-cloud-analyzer-review-11631188)

**["Event Definitions for our Distril application helps to optimize our AWS enterprise cloud spends"](https://www.g2.com/survey_responses/spot-cloud-analyzer-review-5333003)**

**Rating:** 4.0/5.0 stars

_— Rithika G._

[Read full review](https://www.g2.com/survey_responses/spot-cloud-analyzer-review-5333003)

#### What Are G2 Users Discussing About Spot Cloud Analyzer?

- [What is Spot Cloud Analyzer used for?](https://www.g2.com/discussions/what-is-spot-cloud-analyzer-used-for)

### [Economize](https://www.g2.com/products/economize/reviews)

Economize is a cloud cost management platform for engineering teams to analyze, manage and optimize their cloud costs. Economize provides advanced cost reports, cost anomaly detection, recommendations for your cloud workloads. Apart from these, Economize also provides with additional features like Slack reports, Unit Cost Economics, Custom Dashboards. Economize integrates with your cloud provider seamlessly and provides you complete context and information about the workloads that you run. With Economize, you can have greater understanding of your infrastructure, gather the right datapoints to make informed decisions, granular reports to your finance teams and thereby optimize your cost as well.

**Average Rating:** 4.8/5.0

**Total Reviews:** 36

#### How Do G2 Users Rate Economize?

- **Has the product been a good partner in doing business?:** 9.7/10 (Category avg: 9.3/10)
- **Automation:** 9.3/10 (Category avg: 8.6/10)
- **Reporting:** 9.6/10 (Category avg: 8.8/10)
- **Usage Monitoring:** 9.5/10 (Category avg: 8.9/10)

#### Who Is the Company Behind Economize?

- **Seller:** [Economize](https://www.g2.com/sellers/economize)
- **Year Founded:** 2020
- **HQ Location:** San Francisco, California
- **Twitter:** @economize  
164 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=62dc8c66794aa1c01ee12eb2929963b7dd0601206e0d3dab059531dee9fd4e6f&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Feconomize%2F&secure%5Burl_type%5D=linkedin_company_website)  
35 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Computer Software, Information Technology and Services
- **Company Size:** 69% Small, 28% Medium

#### What Are Recent G2 Reviews of Economize?

**["A cloud cost management platform that assisted us in saving money."](https://www.g2.com/survey_responses/economize-review-8826602)**

**Rating:** 5.0/5.0 stars

_— Deep B._

[Read full review](https://www.g2.com/survey_responses/economize-review-8826602)

**["Economize helps our multi-cloud deployment"](https://www.g2.com/survey_responses/economize-review-8753866)**

**Rating:** 5.0/5.0 stars

_— Dinesh A._

[Read full review](https://www.g2.com/survey_responses/economize-review-8753866)

#### What Are G2 Users Discussing About Economize?

- [What is Economize used for?](https://www.g2.com/discussions/what-is-economize-used-for)

### [Azure Cost Management and Billing](https://www.g2.com/products/azure-cost-management-and-billing/reviews)

Azure Cost Management is a multi-cloud cost management solution that helps you best utilize and manage Azure and other cloud resources. It allows you to track cloud usage and expenditures for your Azure resources and other cloud providers including AWS and Google.

**Average Rating:** 3.8/5.0

**Total Reviews:** 12

#### How Do G2 Users Rate Azure Cost Management and Billing?

- **Has the product been a good partner in doing business?:** 7.2/10 (Category avg: 9.3/10)
- **Automation:** 8.3/10 (Category avg: 8.6/10)
- **Reporting:** 6.7/10 (Category avg: 8.8/10)
- **Usage Monitoring:** 9.2/10 (Category avg: 8.9/10)

#### Who Is the Company Behind Azure Cost Management and Billing?

- **Seller:** [Microsoft](https://www.g2.com/sellers/microsoft)
- **Year Founded:** 1975
- **HQ Location:** Redmond, Washington
- **Twitter:** @microsoft  
13,091,739 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=9458f51bd6ded48ad432a804f19ad736469f007787569b63827154231c315630&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fmicrosoft%2F&secure%5Burl_type%5D=linkedin_company_website)  
231,632 employees on LinkedIn®
- **Ownership:** MSFT

#### Who Uses This Product?

- **Company Size:** 50% Small, 33% Medium

#### What Are Recent G2 Reviews of Azure Cost Management and Billing?

**["Azure cost management can help you get the most out of your money."](https://www.g2.com/survey_responses/azure-cost-management-and-billing-review-4893044)**

**Rating:** 4.5/5.0 stars

_— Verified User in Hospital & Health Care_

[Read full review](https://www.g2.com/survey_responses/azure-cost-management-and-billing-review-4893044)

**["Total control of your billing"](https://www.g2.com/survey_responses/azure-cost-management-and-billing-review-3565826)**

**Rating:** 4.5/5.0 stars

_— Paula R._

[Read full review](https://www.g2.com/survey_responses/azure-cost-management-and-billing-review-3565826)

#### What Are G2 Users Discussing About Azure Cost Management and Billing?

- [Which of the following describes the rate at which the cost management for Azure tool is billed Select one answer?](https://www.g2.com/discussions/which-of-the-following-describes-the-rate-at-which-the-cost-management-for-azure-tool-is-billed-select-one-answer)
- [What are the most common Azure billing options?](https://www.g2.com/discussions/what-are-the-most-common-azure-billing-options)
- [What is Azure billing?](https://www.g2.com/discussions/what-is-azure-billing)
- [What are the features of Azure cost management?](https://www.g2.com/discussions/what-are-the-features-of-azure-cost-management)

### [VMware Tanzu CloudHealth](https://www.g2.com/products/vmware-tanzu-cloudhealth/reviews)

VMware Tanzu CloudHealth transforms the way your organization operates in the cloud with a single solution for multi-cloud management. Tanzu CloudHealth helps customers tackle their cloud challenges by simplifying financial management, streamlining operations, and improving collaboration across multi-cloud environments. Customers are utilizing Tanzu CloudHealth to fuel innovation and gain competitive advantage in the cloud. Key Benefits - Make sense of your cloud data - Optimize and control your cloud spend - Enhance your cloud management practices Gain visibility into your multi-cloud costs, optimize your infrastructure to avoid wasted spending, and stay on budget without sacrificing development speed or application performance with VMware Tanzu CloudHealth. For more information, visit us at cloudhealth.vmware.com or follow us @VMW\_CloudHealth

**Average Rating:** 4.1/5.0

**Total Reviews:** 12

#### How Do G2 Users Rate VMware Tanzu CloudHealth?

- **Has the product been a good partner in doing business?:** 7.8/10 (Category avg: 9.3/10)
- **Automation:** 8.3/10 (Category avg: 8.6/10)
- **Reporting:** 8.9/10 (Category avg: 8.8/10)
- **Usage Monitoring:** 9.2/10 (Category avg: 8.9/10)

#### Who Is the Company Behind VMware Tanzu CloudHealth?

- **Seller:** [Broadcom](https://www.g2.com/sellers/broadcom-ab3091cd-4724-46a8-ac89-219d6bc8e166)
- **Year Founded:** 1991
- **HQ Location:** San Jose, CA
- **Twitter:** @broadcom  
63,909 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=093adce8015fea9ef126312884b465dc8e3c20e17dcb12fbb77a7bd82577e7a5&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fbroadcom%2F&secure%5Burl_type%5D=linkedin_company_website)  
55,094 employees on LinkedIn®
- **Ownership:** NASDAQ: CA

#### Who Uses This Product?

- **Company Size:** 50% Medium, 33% Small

#### What Are Recent G2 Reviews of VMware Tanzu CloudHealth?

**["Great cloud platform"](https://www.g2.com/survey_responses/vmware-tanzu-cloudhealth-review-6768040)**

**Rating:** 4.0/5.0 stars

_— Verified User in Education Management_

[Read full review](https://www.g2.com/survey_responses/vmware-tanzu-cloudhealth-review-6768040)

**["Comprehensive Multi-Cloud Cost Visibility and Governance with VMware Tanzu CloudHealth"](https://www.g2.com/survey_responses/vmware-tanzu-cloudhealth-review-13152224)**

**Rating:** 4.5/5.0 stars

_— Verified User in E-Learning_

[Read full review](https://www.g2.com/survey_responses/vmware-tanzu-cloudhealth-review-13152224)

#### What Are G2 Users Discussing About VMware Tanzu CloudHealth?

- [Is CloudHealth a SaaS?](https://www.g2.com/discussions/is-cloudhealth-a-saas)
- [How do I use CloudHealth?](https://www.g2.com/discussions/how-do-i-use-cloudhealth)
- [What is CloudHealth AWS?](https://www.g2.com/discussions/what-is-cloudhealth-aws) - 1 comment
- [What does CloudHealth do?](https://www.g2.com/discussions/what-does-cloudhealth-do) - 1 comment

### [CloudPi](https://www.g2.com/products/cloudpi/reviews)

CloudPi AI is a cutting-edge SaaS platform designed to empower businesses of all sizes to take control of their cloud infrastructure costs and governance with precision and ease. By leveraging advanced machine learning algorithms, CloudPi delivers real-time visibility into multi-cloud spending (AWS, Azure, Google Cloud) and automates cost optimization, anomaly detection, and policy enforcement. The platform proactively identifies underutilized resources, predicts budget overruns, and offers actionable recommendations to eliminate waste—helping organizations reduce cloud spend by up to 40% while maintaining compliance. Its intuitive dashboard unifies cross-cloud data, enabling teams to set custom budgets, enforce governance rules, and track performance against KPIs. Built for DevOps, FinOps, and IT leaders, CloudPi AI simplifies complex cloud financial management, ensuring scalability, security, and cost-efficiency without sacrificing innovation. Trusted by startups and enterprises alike, CloudPi AI transforms cloud cost chaos into clarity, turning governance from a reactive chore into a strategic advantage.

**Average Rating:** 4.9/5.0

**Total Reviews:** 11

#### How Do G2 Users Rate CloudPi?

- **Has the product been a good partner in doing business?:** 9.6/10 (Category avg: 9.3/10)
- **Automation:** 8.9/10 (Category avg: 8.6/10)
- **Reporting:** 9.1/10 (Category avg: 8.8/10)
- **Usage Monitoring:** 8.5/10 (Category avg: 8.9/10)

#### Who Is the Company Behind CloudPi?

- **Seller:** [Cloudpi](https://www.g2.com/sellers/cloudpi)
- **Year Founded:** 2021
- **HQ Location:** Houston, TX
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=72e416886fab4f1a12c31a5cbaf8a7fbbfd0a797126f01582ebafd58cf5383e6&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fcloudpiinc%2F&secure%5Burl_type%5D=linkedin_company_website)  
16 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 45% Medium, 36% Large

#### What Do G2 Reviewers Say About CloudPi?

_AI-generated summary from verified user reviews_

##### Pros

- Users praise the **automation capabilities** of CloudPi, significantly improving operational efficiency and ensuring compliance effortlessly.
- Users praise CloudPi for its **workflow automation** , greatly improving operational efficiency and ensuring compliance with ease.
- Users highly value the **cost management features** of CloudPi, enhancing clarity and control over cloud expenditures.
- Users commend CloudPi for its **effective cost reduction** , offering comprehensive insights and control over cloud spending.
- Users find CloudPi's interface **intuitive and easy to use** , simplifying cloud cost management and saving time.

##### Cons

- Users note a significant **learning curve** for utilizing CloudPi's advanced features and customization effectively.
- Users find that **initial configuration of access controls** requires time, but functionality improves once set up.
- Users wish for **better cost breakdown** insights across infrastructure levels for improved budget management and decision-making.
- Users feel that the **dashboarding and alerting** could significantly improve with better styling options for usability.
- Users feel the **inefficient alert system** hinders effective monitoring, impacting overall usability of CloudPi.

#### What Are Recent G2 Reviews of CloudPi?

**["CloudCost governance ,Compliance and Policy Management"](https://www.g2.com/survey_responses/cloudpi-review-11202407)**

**Rating:** 4.5/5.0 stars

_— Verified User in Information Technology and Services_

[Read full review](https://www.g2.com/survey_responses/cloudpi-review-11202407)

**["Powerful AI-Powered Cloud Platform with Impressive Automation"](https://www.g2.com/survey_responses/cloudpi-review-11187624)**

**Rating:** 5.0/5.0 stars

_— Akki.vishnu vardhan R._

[Read full review](https://www.g2.com/survey_responses/cloudpi-review-11187624)

### [CloudOptimo](https://www.g2.com/products/cloudoptimo/reviews)

CloudOptimo is your trusted partner in navigating the cloud landscape. With a keen understanding of today's cloud challenges, CloudOptimo seamlessly blends cost optimization, security, and DevOps automation. We're committed to ensuring your cloud operations are efficient, secure, and agile, empowering businesses to achieve more with less, and making the cloud journey truly rewarding. Cloud FinOps Features & Benefits: - Savings Analyzer: Delve into your cloud spending patterns, identifying areas for potential savings. - OptimoSizing: Ensure optimal cloud resource allocation, balancing cost and performance. - OptimoGroup & OptimoMapReducer: Harness the power of spot instances to drive significant cost savings while maintaining peak cloud performance. Cloud SecOps Features & Benefits: - OptimoSecurity: Bolster your cloud infrastructure against potential threats and misconfigurations, ensuring adherence to standards like PCI-DSS, HIPAA, and ISO. - Continuous Automation & Optimization: Proactively address security challenges with adaptive solutions, fortifying your cloud defense mechanisms. DevOps Automation with OptimoScheduler: Automated Workflows: Streamline and automate routine DevOps tasks, enhancing operational efficiency. - Resource Scheduling: Implement strategic policies to optimize non-critical resources, ensuring cost-effective cloud operations. - Seamless Integration: OptimoScheduler pairs effortlessly with OptimoGroup, amplifying cost savings and operational agility. Dive into the CloudOptimo ecosystem and elevate your cloud operations to new horizons.

**Average Rating:** 4.8/5.0

**Total Reviews:** 24

#### How Do G2 Users Rate CloudOptimo?

- **Has the product been a good partner in doing business?:** 9.7/10 (Category avg: 9.3/10)
- **Automation:** 9.4/10 (Category avg: 8.6/10)
- **Reporting:** 9.2/10 (Category avg: 8.8/10)
- **Usage Monitoring:** 9.3/10 (Category avg: 8.9/10)

#### Who Is the Company Behind CloudOptimo?

- **Seller:** [CloudOptimo](https://www.g2.com/sellers/cloudoptimo)
- **Year Founded:** 2017
- **HQ Location:** Pune, Maharashtra
- **Twitter:** @CloudOptimo  
26 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=0bf15590f7ed2775c80e5ed1b8fd005321240c9ce3272023f5f616a30dc50b17&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fcloudoptimo%2F&secure%5Burl_type%5D=linkedin_company_website)  
8 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Computer Software
- **Company Size:** 79% Small, 21% Medium

#### What Do G2 Reviewers Say About CloudOptimo?

_AI-generated summary from verified user reviews_

##### Pros

- Users appreciate the **significant cost reduction** from CloudOptimo, effectively optimizing cloud resources and saving on expenses.
- Users value the **significant cost savings** from CloudOptimo, effectively optimizing cloud resource utilization without compromising performance.
- Users value the **AI-driven recommendations** of CloudOptimo, achieving significant cost savings while optimizing cloud resource utilization.
- Users find **cost management** in CloudOptimo invaluable for significantly reducing and optimizing cloud expenses.
- Users benefit from **cost optimization** with CloudOptimo, effectively saving on cloud spending while managing resources efficiently.

##### Cons

- Users find the **initial setup complex** , but documentation and support help mitigate the challenges.
- Users find the **financial dashboards lacking flexibility** , wishing for more customizable reporting and departmental breakdowns.
- Users find the **difficult setup** challenging, but helpful documentation and support ease the process.
- Users desire more **flexibility in financial dashboards** for tailored reporting and department-specific breakdowns in CloudOptimo.
- Users find CloudOptimo's **limited flexibility** in financial dashboards restricts detailed insights and customization options.

#### What Are Recent G2 Reviews of CloudOptimo?

**["Streamlining Cloud Costs with CloudOptimo"](https://www.g2.com/survey_responses/cloudoptimo-review-10415517)**

**Rating:** 4.5/5.0 stars

_— Jenis K._

[Read full review](https://www.g2.com/survey_responses/cloudoptimo-review-10415517)

**["CloudOptimo:Our instant cloud cost optimization tool."](https://www.g2.com/survey_responses/cloudoptimo-review-10054535)**

**Rating:** 5.0/5.0 stars

_— Sara L._

[Read full review](https://www.g2.com/survey_responses/cloudoptimo-review-10054535)

### [Unravel Data](https://www.g2.com/products/unravel-data/reviews)

Unravel Data is an AI-powered data observability and FinOps platform that goes beyond just observing problems to empowering data teams to take immediate action for transformative results. Built to address the speed and scale of modern data platforms like Databricks, Snowflake, and BigQuery, Unravel’s AI-powered Insights Engine provides recommendations to make smarter decisions and optimize your cloud data analytics' performance, reliability, and efficiency. You get full-stack, 'workload-aware' contextual intelligence about your data applications and pipelines, with AI-driven recommendations on where and how to improve and optimize DataOps, analytics, and AI, helping you troubleshoot faster, meet SLAs, and keep budgets under control. With Unravel, data teams unlock business value from data more quickly and efficiently. Unravel leverages AI and automation to provide real-time, user-level spend reporting, code-level cost optimization tips, and automated spend controls designed to empower and unify DataOps and FinOps teams. With Unravel, data teams can monitor data flows through their pipelines, and detect code, configuration, and infrastructure issues. By correlating and analyzing the full stack of telemetry metadata, Unravel provides easy-to-understand insights, actionable recommendations, and automation to optimize performance and efficiency before you deploy into production. Unravel Data radically transforms the way businesses understand and optimize the performance and cost of their modern data applications – and the complex data pipelines that power those applications. Providing a unified view across the entire data stack, Unravel’s market-leading data observability platform leverages AI, machine learning, and advanced analytics to provide modern data teams with the actionable recommendations they need to turn data into insights. Recently recognized by CRN as a Cloud 100 Company for 2025 and named Best Data Tool & Platform of 2023 by the annual SIIA CODiE Awards, Unravel Data is trusted by some of the world’s most recognized brands, including Maersk, Mastercard, and Equifax to unlock data-driven insights and deliver new innovations to market.

**Average Rating:** 4.4/5.0

**Total Reviews:** 36

#### How Do G2 Users Rate Unravel Data?

- **Has the product been a good partner in doing business?:** 8.8/10 (Category avg: 9.3/10)
- **Automation:** 8.9/10 (Category avg: 8.6/10)
- **Reporting:** 8.6/10 (Category avg: 8.8/10)
- **Usage Monitoring:** 9.2/10 (Category avg: 8.9/10)

#### Who Is the Company Behind Unravel Data?

- **Seller:** [Unravel Data](https://www.g2.com/sellers/unravel-data)
- **Year Founded:** 2016
- **HQ Location:** Mountain View, CA
- **Twitter:** @unraveldata  
1,029 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=1eb041149492f8c88f1908feb6e66f8e4393a69e908c3a66e6d98cf49818b928&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Funravel-data&secure%5Burl_type%5D=linkedin_company_website)  
107 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Information Technology and Services, Financial Services
- **Company Size:** 81% Large, 17% Small

#### What Do G2 Reviewers Say About Unravel Data?

_AI-generated summary from verified user reviews_

##### Pros

- Users value the **ease of use** in Unravel Data, praising its user-friendly interface and straightforward AI agent setup.
- Users praise the **easy setup** of Unravel Data, finding it user-friendly and straightforward to add AI agents.
- Users appreciate the **efficiency in analyzing data** with Unravel Data, allowing for quick insights and issue diagnosis.
- Users value the **clear performance insights** provided by Unravel Data, enabling quick analysis and efficient troubleshooting.
- Users appreciate the **installation ease** of Unravel Data, enjoying a user-friendly interface and simple AI agent integration.

##### Cons

- Users find the **limited features** of Unravel Data hinder their ability to manage complex datasets and insights.
- Users find that the **complex configuration** of advanced features makes tuning detailed performance metrics challenging and frustrating.
- Users find the **complex setup** of Unravel Data challenging, especially when tuning advanced performance metrics and interpreting insights.
- Users find the **configuration difficulty** in Unravel Data's advanced features frustrating and complicating their experience.
- Users find that **configuration issues** complicate understanding insights and tuning advanced performance metrics in Unravel Data.

#### What Are Recent G2 Reviews of Unravel Data?

**["Effortless Access and Intuitive Interface with Easy AI Agent Integration"](https://www.g2.com/survey_responses/unravel-data-review-12186115)**

**Rating:** 4.0/5.0 stars

_— Dev Saran S._

[Read full review](https://www.g2.com/survey_responses/unravel-data-review-12186115)

**["Performance Insights with Managing Data Workloads"](https://www.g2.com/survey_responses/unravel-data-review-11989457)**

**Rating:** 4.0/5.0 stars

_— Pradyumn G._

[Read full review](https://www.g2.com/survey_responses/unravel-data-review-11989457)

#### What Are G2 Users Discussing About Unravel Data?

- [What is Unravel Data used for?](https://www.g2.com/discussions/what-is-unravel-data-used-for)

### [Xosphere Instance Orchestrator](https://www.g2.com/products/xosphere-instance-orchestrator/reviews)

Xosphere's super power is reducing AWS EC2 expense by up to 80%. Xosphere is the world's only intelligent cloud orchestration company empowering enterprises to seamlessly move applications to the right place at the right time to reduce cloud expense and increase reliability. Xosphere's intelligent cloud software transforms unreliable Spot instances into robust resources that have the same reliability as On-Demand but at a fraction of the cost, yielding unparalleled savings. For enterprises that want to reduce cloud costs, Xosphere's optimization engine maximizes savings with the fastest speed of implementation in the industry. Xosphere Instance Orchestrator is a cloud-native, self-hosted subscription software application. It installs into your Amazon Web Services (AWS) account using either a CloudFormation stack or a Terraform module and runs using Lambda functions. Instance Orchestrator uses an opt-in design; it only executes on Auto-Scaling groups or individual instances that have explicitly been enabled via an AWS tag. Tags can be applied using any method or tool that is used within the organization to manage tags (for example, AWS Console, AWS CLI, AWS APIs, infrastructure-as-code platforms such as CloudFormation or Terraform, cloud management platforms, etc.). Once this enabling tag has been applied, Instance Orchestrator will automatically perform its management duties on an ongoing basis.

**Average Rating:** 5.0/5.0

**Total Reviews:** 17

#### How Do G2 Users Rate Xosphere Instance Orchestrator?

- **Has the product been a good partner in doing business?:** 10.0/10 (Category avg: 9.3/10)
- **Automation:** 10.0/10 (Category avg: 8.6/10)
- **Reporting:** 10.0/10 (Category avg: 8.8/10)
- **Usage Monitoring:** 10.0/10 (Category avg: 8.9/10)

#### Who Is the Company Behind Xosphere Instance Orchestrator?

- **Seller:** [Xosphere](https://www.g2.com/sellers/xosphere)
- **Year Founded:** 2017
- **HQ Location:** Woodland Hills, US
- **Twitter:** @XosphereInc  
74 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=e4fe4fd9855628e3545eb82c4d1ce58799bcdcd9c70e203f3ed3ed51c3303bc4&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fxosphereinc%2F&secure%5Burl_type%5D=linkedin_company_website)  
6 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 41% Large, 24% Medium

#### What Are Recent G2 Reviews of Xosphere Instance Orchestrator?

**["Well worth the investment"](https://www.g2.com/survey_responses/xosphere-instance-orchestrator-review-7806392)**

**Rating:** 5.0/5.0 stars

_— I.Josh G._

[Read full review](https://www.g2.com/survey_responses/xosphere-instance-orchestrator-review-7806392)

**["Great solution"](https://www.g2.com/survey_responses/xosphere-instance-orchestrator-review-7723082)**

**Rating:** 5.0/5.0 stars

_— Alistair G._

[Read full review](https://www.g2.com/survey_responses/xosphere-instance-orchestrator-review-7723082)

### [CoreStack](https://www.g2.com/products/corestack/reviews)

CoreStack is a NextGen Cloud Governance solution that empowers enterprises to rapidly achieve continuous and autonomous cloud governance at scale. CoreStack helps 500+ global enterprises govern more than $2B in annual cloud consumption. The company is a Microsoft Azure Gold Partner, Amazon AWS Advanced Technology Competency Partner, Oracle Cloud Build Partner, and Google Cloud Build Partner.

**Average Rating:** 4.6/5.0

**Total Reviews:** 21

#### How Do G2 Users Rate CoreStack?

- **Has the product been a good partner in doing business?:** 9.4/10 (Category avg: 9.3/10)
- **Automation:** 8.1/10 (Category avg: 8.6/10)
- **Reporting:** 8.5/10 (Category avg: 8.8/10)
- **Usage Monitoring:** 8.3/10 (Category avg: 8.9/10)

#### Who Is the Company Behind CoreStack?

- **Seller:** [CORESTACK](https://www.g2.com/sellers/corestack)
- **Year Founded:** 2016
- **HQ Location:** Bellevue, WA
- **Twitter:** @corestack  
1,021 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=1f8f6e70e28172825b56d62aeba1ce51a4a1686c296a9bea7835ff4627579283&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fcorestack&secure%5Burl_type%5D=linkedin_company_website)  
213 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Information Technology and Services, Computer Software
- **Company Size:** 48% Large, 43% Medium

#### What Are Recent G2 Reviews of CoreStack?

**["Support and visibility on requirements and query is very good."](https://www.g2.com/survey_responses/corestack-review-9331148)**

**Rating:** 5.0/5.0 stars

_— vedika p._

[Read full review](https://www.g2.com/survey_responses/corestack-review-9331148)

**["Great Platform for Cloud Governance!"](https://www.g2.com/survey_responses/corestack-review-9315733)**

**Rating:** 4.0/5.0 stars

_— Rodolfo Z._

[Read full review](https://www.g2.com/survey_responses/corestack-review-9315733)

#### What Are G2 Users Discussing About CoreStack?

- [What is CORESTACK used for?](https://www.g2.com/discussions/what-is-corestack-used-for)

### [IBM Terraform (formerly HashiCorp Terraform)](https://www.g2.com/products/ibm-terraform-formerly-hashicorp-terraform/reviews)

IBM Terraform (formerly HashiCorp Terraform) is an infrastructure as code tool that lets you define both cloud and on-prem resources in human-readable configuration files that you can version, reuse, and share. You can then use a consistent workflow to provision and manage all of your infrastructure throughout its lifecycle. Terraform can manage low-level components like compute, storage, and networking resources, as well as high-level components like DNS entries and SaaS features. Terraform creates and manages resources on cloud platforms and other services through their application programming interfaces (APIs). Providers enable Terraform to work with virtually any platform or service with an accessible API.

**Average Rating:** 4.6/5.0

**Total Reviews:** 107

#### How Do G2 Users Rate IBM Terraform (formerly HashiCorp Terraform)?

- **Has the product been a good partner in doing business?:** 9.0/10 (Category avg: 9.3/10)
- **Automation:** 9.7/10 (Category avg: 8.6/10)
- **Reporting:** 9.2/10 (Category avg: 8.8/10)
- **Usage Monitoring:** 9.7/10 (Category avg: 8.9/10)

#### Who Is the Company Behind IBM Terraform (formerly HashiCorp Terraform)?

- **Seller:** [HashiCorp](https://www.g2.com/sellers/hashicorp)
- **Company Website:** www.hashicorp.com
- **Year Founded:** 2012
- **HQ Location:** San Francisco, CA
- **Twitter:** @hashicorp  
103,221 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=7a8ea2037550810dd476598fbad4d6deacd5ace6fab9b5da215c073ebd049f00&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F2830763%2F&secure%5Burl_type%5D=linkedin_company_website)  
2,181 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** DevOps Engineer, Software Engineer
- **Top Industries:** Information Technology and Services, Computer Software
- **Company Size:** 36% Large, 35% Medium

#### What Do G2 Reviewers Say About IBM Terraform (formerly HashiCorp Terraform)?

_AI-generated summary from verified user reviews_

##### Pros

- Users value the **automation capabilities** of IBM Terraform, streamlining deployments and enhancing collaboration in team environments.
- Users benefit from **automation efficiency** in IBM Terraform, simplifying infrastructure management across multiple cloud providers seamlessly.
- Users appreciate the **ease of use** of IBM Terraform, enjoying streamlined deployments and intuitive management across cloud providers.
- Users value the **efficiency** of Terraform in managing infrastructure, streamlining processes across multiple cloud platforms effortlessly.
- Users appreciate the **effortless infrastructure management** with Terraform, enjoying its multi-cloud support and modularity.

##### Cons

- Users face challenges with **conflict management** in Terraform, particularly during collaboration on state file handling.
- Users often face **data management issues** with Terraform, particularly with state file handling in collaborative setups.
- Users find the **learning curve steep** , particularly for beginners grappling with complex configurations and state management.
- Users find the **learning difficulty** significant, especially for beginners managing state files and advanced features.
- Users often face **merge conflicts** due to challenging state file management, particularly in collaborative environments.

#### What Are Recent G2 Reviews of IBM Terraform (formerly HashiCorp Terraform)?

**["Brings Consistency and Scalability to Cloud Management"](https://www.g2.com/survey_responses/ibm-terraform-formerly-hashicorp-terraform-review-12882200)**

**Rating:** 4.5/5.0 stars

_— Verified User_

[Read full review](https://www.g2.com/survey_responses/ibm-terraform-formerly-hashicorp-terraform-review-12882200)

**["Good for Infrastructure Automation but Has a Learning Curve"](https://www.g2.com/survey_responses/ibm-terraform-formerly-hashicorp-terraform-review-12917227)**

**Rating:** 4.5/5.0 stars

_— Ashish S._

[Read full review](https://www.g2.com/survey_responses/ibm-terraform-formerly-hashicorp-terraform-review-12917227)

#### What Are G2 Users Discussing About IBM Terraform (formerly HashiCorp Terraform)?

- [How does terraform work internally?](https://www.g2.com/discussions/how-does-terraform-work-internally) - 1 comment
- [What kind of tool is terraform?](https://www.g2.com/discussions/what-kind-of-tool-is-terraform) - 2 comments
- [Is terraform free?](https://www.g2.com/discussions/is-terraform-free) - 3 comments
- [What does HashiCorp terraform do?](https://www.g2.com/discussions/what-does-hashicorp-terraform-do)

### [env zero](https://www.g2.com/products/env-zero/reviews)

env zero enables platform teams to deliver infrastructure 10x faster—without losing control. Designed for the speed and scale demands of the AI era, it brings structure, automation, and policy enforcement to every step of infrastructure delivery. Leading enterprises like PayPal, Broadcom, Paramount, and MongoDB use env zero to codify, standardize, and automate infrastructure workflows across teams, clouds, and IaC frameworks—including OpenTofu, Terraform, Kubernetes, and more. With built-in guardrails for security, compliance, cost, and reliability, env zero eliminates bottlenecks and enables confident scaling with shared standards and intelligent automation. Founded in 2018, env zero is making infrastructure a competitive advantage. As a founding member and Technology Steering Committee representative for OpenTofu, we proudly support the open-source IaC community.

**Average Rating:** 4.1/5.0

**Total Reviews:** 21

#### How Do G2 Users Rate env zero?

- **Has the product been a good partner in doing business?:** 9.4/10 (Category avg: 9.3/10)

#### Who Is the Company Behind env zero?

- **Seller:** [env0](https://www.g2.com/sellers/env0)
- **Year Founded:** 2018
- **HQ Location:** Sunnyvale, CA
- **Twitter:** @envzero  
1,832 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=7a86c014706e0b397ff3b76241c6f6fde4aa3afa519413df3858b9cdede5903a&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fenv0%2F&secure%5Burl_type%5D=linkedin_company_website)  
34 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 43% Medium, 38% Large

#### What Are Recent G2 Reviews of env zero?

**["Env0 great automation tool for Infra as Code"](https://www.g2.com/survey_responses/env-zero-review-7088287)**

**Rating:** 4.5/5.0 stars

_— Francisco B._

[Read full review](https://www.g2.com/survey_responses/env-zero-review-7088287)

**["Robust and modern environment for creating cloud resources."](https://www.g2.com/survey_responses/env-zero-review-7117478)**

**Rating:** 4.5/5.0 stars

_— Gleb L._

[Read full review](https://www.g2.com/survey_responses/env-zero-review-7117478)

### [Yotascale](https://www.g2.com/products/yotascale/reviews)

Yotascale helps modern SaaS organizations reduce cloud spend by delivering dynamic cloud cost management with unmatched business insights, attribution accuracy, and time to value. Yotascale is the only solution that makes it easy for distributed teams to take ownership of cloud costs, with 95% accurate, granular cost attribution in their business context, all-in-one support for multi-cloud and containers (including Kubernetes), and actionable recommendations that make optimizing cloud costs simple, efficient, and predictable.

**Average Rating:** 4.6/5.0

**Total Reviews:** 14

#### How Do G2 Users Rate Yotascale?

- **Has the product been a good partner in doing business?:** 9.4/10 (Category avg: 9.3/10)
- **Automation:** 7.5/10 (Category avg: 8.6/10)
- **Reporting:** 9.2/10 (Category avg: 8.8/10)
- **Usage Monitoring:** 9.2/10 (Category avg: 8.9/10)

#### Who Is the Company Behind Yotascale?

- **Seller:** [YotaScale](https://www.g2.com/sellers/yotascale)
- **Year Founded:** 2015
- **HQ Location:** Palo Alto, California
- **Twitter:** @yotascale  
428 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=f36a178f8da514de5d6de8a037d52dd1ae929f14099fa060989dd50547b402e9&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fyotascale%2F&secure%5Burl_type%5D=linkedin_company_website)  
17 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 64% Large, 29% Medium

#### What Are Recent G2 Reviews of Yotascale?

**["Total Cost of Ownership for Finance and Eng Leaders"](https://www.g2.com/survey_responses/yotascale-review-10225345)**

**Rating:** 5.0/5.0 stars

_— Jeremy H._

[Read full review](https://www.g2.com/survey_responses/yotascale-review-10225345)

**["great tool for good money!!!"](https://www.g2.com/survey_responses/yotascale-review-8357730)**

**Rating:** 5.0/5.0 stars

_— Patryk S._

[Read full review](https://www.g2.com/survey_responses/yotascale-review-8357730)

#### What Are G2 Users Discussing About Yotascale?

- [What is Yotascale used for?](https://www.g2.com/discussions/what-is-yotascale-used-for)

### [Pump](https://www.g2.com/products/pump-pump/reviews)

Pump saves up to 60% off AWS compute spend without any engineering effort or financial risk to you. Using AI, we mirror your AWS commitments to your AWS consumption in real time, thus saving costs. Additionally, we apply a group buying volume discount to all customers in our free collective.

**Average Rating:** 4.3/5.0

**Total Reviews:** 46

#### How Do G2 Users Rate Pump?

- **Has the product been a good partner in doing business?:** 8.3/10 (Category avg: 9.3/10)
- **Automation:** 8.1/10 (Category avg: 8.6/10)
- **Reporting:** 7.9/10 (Category avg: 8.8/10)
- **Usage Monitoring:** 8.7/10 (Category avg: 8.9/10)

#### Who Is the Company Behind Pump?

- **Seller:** [Pump](https://www.g2.com/sellers/pump)
- **Year Founded:** 2022
- **HQ Location:** San Francisco, CA
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=ad5b1bc5fe4ba179e8fbce0c65ff774300af011c8ed676bc769ef4f5d7db19c2&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fpumpbilling%2F&secure%5Burl_type%5D=linkedin_company_website)  
92 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Computer Software, Financial Services
- **Company Size:** 75% Small, 17% Medium

#### What Do G2 Reviewers Say About Pump?

_AI-generated summary from verified user reviews_

##### Pros

- Users benefit from **significant cost savings** with Pump, reporting reductions in AWS bills by up to 60%.
- Users love the **ease of use** of Pump, finding it straightforward and efficient for cost management and setup.
- Users benefit from **significant savings** with Pump, achieving reductions of up to 60% on their AWS expenses.
- Users highlight the **significant cost savings** with Pump, achieving up to 30% reduction in AWS bills efficiently.
- Users commend the **easy setup** of Pump, noting a smooth onboarding and automatic AWS account integration.

##### Cons

- Users report serious **billing issues** with Pump, including unfulfilled promises and frustrating obstacles to offboarding.
- Users report **poor customer support** , with delayed responses and unresolved issues causing significant frustration.
- Users report significant **update issues** with Pump, including missing credits, billing errors, and poor support responsiveness.
- Users report significant **confusion** due to poor internal communication and conflicting information from team members.
- Users report **confusing cost management** and unfulfilled savings promises, leading to increased expenses instead of reductions.

#### What Are Recent G2 Reviews of Pump?

**["Effortless AWS Management and Outstanding Support"](https://www.g2.com/survey_responses/pump-review-11952298)**

**Rating:** 4.5/5.0 stars

_— Jonathon R._

[Read full review](https://www.g2.com/survey_responses/pump-review-11952298)

**["Quietly Delivers Monthly AWS Savings with Zero Effort"](https://www.g2.com/survey_responses/pump-review-12778426)**

**Rating:** 5.0/5.0 stars

_— Verified User in Financial Services_

[Read full review](https://www.g2.com/survey_responses/pump-review-12778426)

### [Umbrella](https://www.g2.com/products/umbrella-formerly-anodot-umbrella/reviews)

Anodot’s augmented analytics platform is the next generation in business intelligence. Anodot proactively identifies revenue-critical business incidents, recommends actions, and automates the remediation process, in real time. Anodot’s patented technology goes beyond data visualization by constantly analyzing and correlating business metrics, alerts and forecasts in their context. Leveraging AI and ML, Anodot’s augmented analytics proactively alert companies to revenue-critical business incidents and automates their remediation in real-time. The company’s Cloud Costs solution provides accurate monitoring and forecasting as well as savings recommendations that cut up to 40% on annual cloud spend. Fortune 500 companies leverage Anodot for cloud cost management and Anodot for payment intelligence to help reduce cloud waste and protect revenue streams. Our team spans several continents, with headquarters in the U.S. and Israel, with business units dedicated to digital, financial services, and telecommunications. To learn more, visit www.anodot.com or check us out on LinkedIn and Twitter.

**Average Rating:** 4.5/5.0

**Total Reviews:** 36

#### How Do G2 Users Rate Umbrella?

- **Has the product been a good partner in doing business?:** 9.4/10 (Category avg: 9.3/10)
- **Reporting:** 6.7/10 (Category avg: 8.8/10)
- **Usage Monitoring:** 8.3/10 (Category avg: 8.9/10)

#### Who Is the Company Behind Umbrella?

- **Seller:** [Umbrella (formerly Anodot)](https://www.g2.com/sellers/umbrella-formerly-anodot)
- **Year Founded:** 2014
- **HQ Location:** Ashburn, Virginia
- **Twitter:** @TeamAnodot  
1,139 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=aa2fcbe2a08bb81c95fa3eeb99e7eeee5ddf6d8db875b4026c0a61f3e0e8990b&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F5229141%2F&secure%5Burl_type%5D=linkedin_company_website)  
82 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Information Technology and Services, Computer Software
- **Company Size:** 44% Medium, 31% Small

#### What Do G2 Reviewers Say About Umbrella?

_AI-generated summary from verified user reviews_

##### Pros

- Users value the **time-saving features** of the Umbrella, enabling quick identification and resolution of critical issues.
- Users value the **fast problem detection** of the Alerting System, significantly reducing time and stress in issue resolution.
- Users appreciate the **quick and critical alerts** from Umbrella, which help in promptly addressing data issues.
- Users value the **AI-Powered Cost Optimization** for effectively managing and reducing unnecessary cloud spending swiftly.
- Users value the **quick problem detection** by Anodot, which helps resolve issues efficiently and reduces stress.

##### Cons

- Users find the **lack of advanced role-based permissions** challenging, especially in larger organizational contexts.
- Users find the **complexity** of managing alerts and user roles to be a frustrating aspect of the Umbrella product.
- Users find the **interface not intuitive** , making it challenging for non-technical product managers to navigate effectively.
- Users find the **confusing usability** of the umbrella limits effective use, especially for non-technical product managers.
- Users find the **difficult learning curve** of Umbrella challenging, especially for non-technical product managers.

#### What Are Recent G2 Reviews of Umbrella?

**["Fast Problem Detection, But Alert Overload Needs Tweaking"](https://www.g2.com/survey_responses/umbrella-review-11897718)**

**Rating:** 5.0/5.0 stars

_— Nishant S._

[Read full review](https://www.g2.com/survey_responses/umbrella-review-11897718)

**["AI-Powered Cost Optimization Makes Cloud Savings Effortless"](https://www.g2.com/survey_responses/umbrella-review-11827832)**

**Rating:** 5.0/5.0 stars

_— Shaik c._

[Read full review](https://www.g2.com/survey_responses/umbrella-review-11827832)

#### What Are G2 Users Discussing About Umbrella?

- [Where is Anodot located?](https://www.g2.com/discussions/where-is-anodot-located)
- [What is anomaly detection used for?](https://www.g2.com/discussions/what-is-anomaly-detection-used-for)
- [How much does Anodot cost?](https://www.g2.com/discussions/how-much-does-anodot-cost)
- [What does Anodot do?](https://www.g2.com/discussions/what-does-anodot-do)

### [Tenacity](https://www.g2.com/products/tenacity/reviews)

Tenacity is a Cloud Cost Optimization and Management platform that maximizes public cloud discounts and savings opportunities, eliminates billing surprises, and helps organizations allocate their costs for greater transparency and bill-back accuracy. Tenacity is completely agentless and deploys in just a few minutes. Our current pricing, Free Assessment, and 7-day free trial are available at our website: https://www.tenacitycloud.com/

**Average Rating:** 4.8/5.0

**Total Reviews:** 11

#### How Do G2 Users Rate Tenacity?

- **Has the product been a good partner in doing business?:** 9.4/10 (Category avg: 9.3/10)
- **Automation:** 10.0/10 (Category avg: 8.6/10)
- **Reporting:** 7.5/10 (Category avg: 8.8/10)
- **Usage Monitoring:** 7.5/10 (Category avg: 8.9/10)

#### Who Is the Company Behind Tenacity?

- **Seller:** [Tenacity](https://www.g2.com/sellers/tenacity)
- **Year Founded:** 2020
- **HQ Location:** Ann Arbor, US
- **Twitter:** @tenacitycloud  
46 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=72dcfdd772d04c8cf5f2533e69da9ef28b6d626b7bd284bea8261d7974f6b3fb&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Ftenacitycloud&secure%5Burl_type%5D=linkedin_company_website)  
15 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 64% Small, 27% Medium

#### What Are Recent G2 Reviews of Tenacity?

**["Amazon Cloud Platform Cost management and Cloud compliance management with Tenacity"](https://www.g2.com/survey_responses/tenacity-review-5380073)**

**Rating:** 4.5/5.0 stars

_— Shreya B._

[Read full review](https://www.g2.com/survey_responses/tenacity-review-5380073)

**["Tenacity helps to drive the product cost"](https://www.g2.com/survey_responses/tenacity-review-5310807)**

**Rating:** 5.0/5.0 stars

_— Michal V._

[Read full review](https://www.g2.com/survey_responses/tenacity-review-5310807)

#### What Are G2 Users Discussing About Tenacity?

- [What is Tenacity used for?](https://www.g2.com/discussions/what-is-tenacity-used-for)

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[Browse Cloud Cost Management Themes](/categories/cloud-cost-management/themes)

 ![Rachana Hasyagar](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Rachana Hasyagar")
RH

Researched and written by [Rachana Hasyagar](https://research.g2.com/insights/author/rachana-hasyagar)

Updated April 9, 2026

Cloud cost management software helps companies control cloud infrastructure spending by monitoring resource usage and computing demands, alerting users to underutilized capacity, automatically scaling usage to optimal rates, and providing reporting features to identify waste and redundancies across cloud environments.

### Core Capabilities of Cloud Cost Management Software

To qualify for inclusion in the Cloud Cost Management category, a product must:

- Monitor cloud infrastructure usage
- Track spending as it relates to resource usage
- Identify areas to save by reducing resource usage

### Common Use Cases for Cloud Cost Management Software

IT, finance, and DevOps teams use cloud cost management tools to maximize the efficiency of cloud infrastructure investments. Common use cases include:

- Monitoring real-time cloud resource consumption to detect overspending or underutilized capacity
- Automatically scaling cloud usage to match demand and eliminate unnecessary spend
- Generating cost allocation and waste reports to identify optimization opportunities across teams and workloads

### How Cloud Cost Management Software Differs from Other Tools

Cloud cost management tools are typically paired with [infrastructure as a service (IaaS)](https://www.g2.com/categories/infrastructure-as-a-service-iaas) offerings to minimize the costs of pay-as-you-go cloud models. They differ from [SaaS spend management software](https://www.g2.com/categories/saas-spend-management), which monitors and manages spending on cloud-based SaaS applications rather than the underlying cloud infrastructure and compute resources.

### Insights from G2 on Cloud Cost Management Software

Based on category trends on G2, real-time usage monitoring and automated rightsizing recommendations stand out as the most valued capabilities. These platforms deliver measurable reductions in cloud spend and improved budget visibility as primary outcomes of adoption.

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